Without loss of generality, we may assume that \(Y_{nkj}\)  is one-dimensional. If it is multidimensional, we can bound each coordinate individually. To this end, note that the conditions of Bernstein's inequality, see Theorem 2.10 in [1]}, are still satisfied. Hence, we observe that the bound only increases by a constant depending solely on the dimension.
